Evidence-based toolkit for reviewing early-stage and AI-built SaaS products before launch, growth, hiring, or handover.
Runs severity-ranked engineering audits and executes approval-gated refactors to raise prototype code to production quality.
Bilingual technical review of MRAM technology, covering memory hierarchies, MTJ/TMR physics, STT-MRAM, SOT-MRAM, applications, engineering challenges, and future directions.
Technical reviews for Packt Publishing, 2021-2026 - six books, from bare-metal Linux administration to agentic AI systems.
Partner review release of the Decliv Atlas Console: bilingual UI, reproducible graph artifacts, and Graphistry integration boundaries.
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